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I'm Building LLM for Satellite Data EarthGPT.app

by sabman on 7/7/25, 10:33 AM with 18 comments

• by notachatbot123 on 7/9/25, 7:00 AM

  > - The "turbo" colormap which provides good visualization of the variations in water turbidity

  Your LLM might want to consider decades of color science and not do that. E.g. the canonical https://web.archive.org/web/20001119231700/https://www.resea...

• by joshvm on 7/9/25, 1:11 PM

  The domain is getting pretty big. There is an obligatory awesome list which includes general foundation models as well as LLM integrations:

  https://github.com/Jack-bo1220/Awesome-Remote-Sensing-Founda...

• by jesterx on 7/9/25, 12:02 PM

  Reminds me a little bit of another paper I read that used an LLM to generate google earth engine code and make similar natural language queries : https://satgpt.net/

• by RamblingCTO on 7/9/25, 8:26 AM

  First of all: love the idea, a plug for geobase! But I wanted to see what I can do and check the mining pollution example, but can't, even with being signed up. How about showing more predefined examples to check out?

• by rubyfan on 7/9/25, 12:40 PM

  What does this use LLM to do that one couldn’t do or would be harder without the LLM?

• by sabman on 7/7/25, 10:33 AM

  After spending years building remote sensing analysis products I decided it's time to bring LLMs in the mix and let them see the imagery along with context of spectral bands to do the heavy lifting!

• by goroutines on 7/9/25, 6:04 PM

  love this -- feels like Planet/Descartes/etc should be on this same path!

• by mahmed315 on 7/9/25, 11:06 AM

  I great idea indeed